DocumentCode
3474091
Title
A process mining analysis on a Virtual Electronic Patient Record system
Author
Rebuge, Alvaro ; Velez Lapao, Luis ; Freitas, Adelaide ; Cruz-Correia, Ricardo
Author_Institution
CINTESIS, Univ. of Porto (FMUP), Porto, Portugal
fYear
2013
fDate
20-22 June 2013
Firstpage
554
Lastpage
555
Abstract
Process mining can be used to extract healthcare processes related information from event logs by performing analysis exploiting the information recorded in it. We report a process mining analysis made to an event log containing traces on user activity recorded by a Virtual Electronic Patient Record (VEPR) system of a Central Hospital. A set of technical analyses were performed. Results from the discovery and characterization of global behavior and from a time series analysis on observed user tasks are reported. Process mining was applied successfully to discover, characterize and analyze user behavior recorded from VEPR. Worth noting the execution of tasks profile observed after log out, revealing significant security problems.
Keywords
data mining; health care; medical information systems; security of data; time series; virtual reality; Central Hospital; VEPR; Virtual Electronic Patient Record system; event logs; global behavior characterization; global behavior discovery; healthcare processes; information extraction; log out; process mining analysis; security problem; task profile execution; technical analyses; time series analysis; user activity; Business; Data mining; Hospitals; Information systems; Inspection; Time series analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer-Based Medical Systems (CBMS), 2013 IEEE 26th International Symposium on
Conference_Location
Porto
Type
conf
DOI
10.1109/CBMS.2013.6627874
Filename
6627874
Link To Document